ajps a practical guide to counterfactual estimators for causal inference with time-series cross-sectional data

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Answer 1

Fixed effects counterfactual estimator, Interactive fixed effects counterfactual estimator, and Matrix completion estimator provide more reliable causal estimates for Causal Inference with Time-Series Cross-Sectional Data.

What is causal inference?

Causal derivation alludes to a scholarly discipline that considers the presumptions, concentrate on plans, and assessment techniques that permit scientists to reach causal inferences in light of information. It is the most common way of deciding the free, real impact of a specific peculiarity that is a part of a bigger framework. Causal surmising is led by means of the investigation of frameworks where the proportion of one variable is thought to influence the proportion of another. Causal derivation is led as to the logical technique.

The initial step of causal derivation is to form a falsifiable invalid speculation, which is in this manner tried with factual strategies. Normal systems for causal derivation incorporate the causal pie model (part cause), Pearl's underlying causal model (causal graph + do-analytics), primary condition demonstrating, and Rubin causal model (potential-result), which are in many cases utilized in regions like sociologies and the study of disease transmission.

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Related Questions

The ________ theory states that current flow is produced when an electron from one atom knocks electrons of another atom out of orbit

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'The bump theory states that current flow is produced when an electron from one atom knocks electrons of another atom out of orbit.

An electron is a subatomic particle whose charge is the negative elementary charge. Electrons belong to the first generation of the leptonic particle family and are generally considered elementary particles because they have no known composition or substructure.

Electrons are negatively charged subatomic particles that are free to (not) bond with atoms. Electrons bound to atoms are one of the three main types of particles within atoms. The other two are protons and neutrons. Electrons, protons and neutrons together form the nucleus.

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In the preamble, the phrase "establish justice, insure domestic tranquility" means to improve the government system and structure. to create a system of laws for internal peace. to identify the seat of power in the government. to install this government system for the nation.

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The correct meaning of the preamble's phrase "establish justice, insure domestic tranquility" is to create a system of laws for internal peace.

The preamble is a paragraph that introduces the US Constitution. It does not establish rights, laws, or define a government system. It expresses the intentions, values, and spirit of the Founding fathers that inspired the Constitution, and under which the Supreme law must be interpreted.

In the quoted phrase of the preamble, we can see the Founding fathers' values of justice and peace. Although it is not established in this introduction, as the first law, the Constitution sets the basis of American laws and judiciary power, with the intention of guaranteeing peace, justice, and order within the country.

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You have a large dataset that will print on several pages. You want to ensure that related records print on the same page with column and row labels visible and that confidential information is not printed. You should apply all of the following page setup options except which one to accomplish this?.

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Except for changing the print order page, all the page setup options can be applied to carry out the task.

This function can be used when there is a need to print a large amount of dataset and while printing there should not be a reversal of the pages which are to be printed.

Page setup provides different options which allow the user to orient and design the page according to his own will. Some of the options which the Page setup drop-down menu provides are margins, setting background, size, print area, print tiles, breaks, etc.

Dataset refers to the set or collection of data that can be represented in a tabular manner which provides easier navigation through the data.

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the american anthropological association (aaa) has established a code of ethics that requires that anthropologists be guided by a principle that has been compared to a doctor's hippocratic oath, which essentially says,

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The American Anthropological Association (AAA) has established a code of ethics that requires that anthropologists be guided by a principle that has been compared to a doctor's Hippocratic oath, which essentially says, "do no harm"

This is further explained below.

What is American Anthropological Association (AAA)?

Generally,  The American Anthropological Association (AAA), which was established in 1902, is the most prominent academic and professional association for anthropologists in the world.

The Association is committed to enhancing human knowledge and using this insight to address some of the most important issues facing the world today.

Anthropology is the scientific study of humankind. It is concerned about human behavior, human biology, cultures, communities, and languages, in both the present and the past, including the extinct human race.

In conclusion, A code of ethics has been established by the American Anthropological Association (AAA), which mandates that anthropologists adhere to a principle that has been compared to the Hippocratic oath taken by medical professionals.

This principle essentially states, "do no harm," and it is required that anthropologists follow it.

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Recessions in the united states have become rarer and shorter over the last 150 years, yet people today tend to overestimate the occurrence of recessions. according to your textbook, why is that?

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We can actually deduce that this issue of recessions in the United States have become rarer and shorter over the last 150 years, yet people today tend to overestimate the occurrence of recessions; it is because:  A) The most recent recession in the United States lasted a relatively long time and was severe.

What is recession?

In Economics, recession is known to be a period in the economic radar of a country or society whereby there is a great decline in their economic activities.

Recession can lead to the following:

Widespread drop in spendingHigh cost of commoditiesBorrowing from other nations.Scarcity Industrial actionsUnemployment.

We see here that option A is the correct answer.

Attached is the complete question.

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Formal norms are understood but not precisely recorded. true false

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Formal norms are understood but not precisely recorded. This is a false statement.

Norms are the standards of conduct and behavior that a certain society adopts and decides to carry on with. The norms vary over time because of the changes that a culture face on the pass of time.

Formal norms are those norms that the people decide that must not change as often as the others and they are very important to live in society. The people decide this with those they elected to represent them and formal norms are known as laws. The most common kind of formal norms are the laws enacted by the government of a nation. They have been systematized and may be imposed by penalties.

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What is the trade policy where a country desires to export more goods than it imports in order to make a profit?

Answers

Answer:

Mercantilism

Explanation:

Prior to prescription medications to control stomach acid and heart burn, people consumed baking soda (sodium bicarbonate) to alleviate their symptoms. to be effective, baking soda must?

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Prior to prescription medications to control stomach acid and heartburn, people consumed baking soda (sodium bicarbonate) to alleviate their symptoms. To be effective, baking soda must neutralize the stomach acid by combining it with excess H+.

Heartburn is a burning ache in your chest, simply behind your breastbone. The pain is frequently worse after ingesting, in the night, or whilst mendacity down or bending over. Occasional heartburn is not unusual and no reason for alarm.

Heartburn is an uncomfortable burning feeling in your chest that may move up your neck and throat. this may be a symptom of many special conditions, such as acid reflux disorder, gastroesophageal reflux ailment (GERD), or even pregnancy.

Heartburn is discomfort or actual ache caused by digestive acid moving into the tube that consists of swallowed food to your stomach (esophagus). regular capabilities of heartburn consist of A burning sensation within the chest that can also contain the higher stomach. usually occurs after ingesting or whilst lying down or bending over.

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PLEASE HELP 20 POINTS Which BEST explains why every social media platform requires carefully considering what you post before you actually post it?
a. All social media platforms have strictly enforced terms of use. b. You can never really control who sees something posted online.
c. Most people are fired because of what they post on social media.
d. There is a very good chance that whatever you post will go viral.​

Answers

Answer:

I think its A because because now and days every social media platforms and has sets of rules on what to post like violence or anything politcal or even post that are explicit

hope this helps and srry if am wrong as well

Explanation:

Answer:

b

Explanation:

Plenty of reasons.The Internet is forever you cannot control who sees your post and there are many hackers and other stuffs etc

going to a playground for an hour each day for two weeks and recording girl-boy exchanges would be an example of

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Going to a playground for an hour each day for two weeks and recording girl-boy exchanges would be an example of naturalistic observation.

What is the naturalistic observation?

This is the term that is used to refer to the type of experimental research where the subjects that are being researched on would be observed in their natural environment.

The natural environment here as we would have it is the playground where the subjects are known to hang around and play. Hence we can say that: Going to a playground for an hour each day for two weeks and recording girl-boy exchanges would be an example of naturalistic observation.

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Precise operational definitions of unobservable psychological constructs would have the least relevance in the research programs of?

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Precise operational definitions of unobservable psychological constructs would have the least relevance in the research programs of C) behaviorists.

The reason for research is to beautify society by way of advancing knowledge via the improvement of scientific theories, principles, and thoughts.

It plays a vital role in coming across new remedies and ensuring that we use present treatments in the nice possible approaches. studies can discover solutions to matters which might be unknown, filling gaps in knowledge and converting the manner that healthcare experts paint.

The entire method of studies opens new doors for studying and literary increase. Research reveals that research allows repair and protects reminiscence and enhances mathematic and problem-solving talents. therefore, it prepares the thoughts for higher know-how of principles and theories.

Disclaimer: The question is incomplete. Please read to find the missing content.

Question: Precise operational definitions of unobservable psychological constructs would have the LEAST relevance in the research programs of:

A) cognitive psychologists.

B) social psychologists.

C) behaviorists.

D) cognitive neuroscientists.

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Dsm-5 uses the descriptive approach to classify abnormal behavior because experts do not know what causes mental disorders and because it?

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Dsm-5 uses the descriptive approach to classify abnormal behavior because experts do not know what causes mental disorders and because it helps professionals to agree about the presence or absence of an emotional problem.

What is Dsm-5?

Dsm-5 is Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. DSM-5-TR is the standard classification of mental disorders used by mental health professionals in the United States.

Descriptive approach aims to accurately and systematically describe a population, situation or phenomenon. It can answer what, where, when and how questions, but not why questions, it can use a wide variety of research methods to investigate one or more variables.

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vidal-gonzalez, i., vidal-gonzalez, b., rauch, s.l., quirk, g.j., 2006. microstimulation reveals opposing influences of prelimbic and infra-limbic cortex on the expression of conditioned fear. learn. mem. 13, 728–733.

Answers

The infralimbic (IL) subregion of the medial prefrontal cortex (mPFC), according to recent investigations using lesion, infusion, and unit-recording techniques, is required for the suppression of conditioned fear after extinction.

Conditioned tones that resemble neuronal tone responses are used in conjunction with brief microstimulation of IL to diminish the expression of conditioned fear. The prelimbic (PL), dorsal anterior cingulate (ACd), and medial precentral (PrCm) cortices of the mPFC were examined in the current work using microstimulation to examine their roles in the expression and extinction of conditioned fear.

The acquisition and extinction of conditioned fear have both been linked to these tone-responsive regions. Microstimulation of PL boosted the expression of conditioned fear and inhibited extinction, in contrast to IL. ACd and PrCm microstimulation had no impact. Microstimulation of PL and IL demonstrated opposing effects under low-footshock settings (to prevent ceiling levels of freezing), increasing and lowering freezing to the conditioned tone, respectively.

We propose a mechanism for the bidirectional control of fear expression in which PL activates amygdala output and IL inhibits amygdala output.

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_____ describes what rule or principle, if followed regularly, will create the greatest good.

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Act utilitarianism describes what rule or principle if followed regularly, will create the greatest good.

This is further explained below.

What is Act utilitarianism?

Generally, Act utilitarianism is a kind of the utilitarian theory of ethics. According to this theory, a person's action is only seen to be ethically acceptable if and only if it leads in the best possible outcomes for that particular circumstance.

In conclusion,  The theory of act utilitarianism attempts to determine whatever rule or principle, if adhered to consistently, would result in the greatest amount of benefit.

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A(n) ____ is the equivalent of a field in a file system. group of answer choices constraint relationship entity attribute

Answers

Answer: attribute (D)

Explanation: An attribute is the equivalent of a field in a file system. File systems use lots of attributes to help understand their files more thoroughly, and make them particular. They can be recognized within an entire data structure.

Hope this could help you--my last answer got deleted. Have a good day!

What is the main reason that geneticists devote so many resources to studying genetics in humans?

Answers

they want to understand many aspects human health, physiology and behaviour that are influenced by the gene  is the main reason that geneticists devote so many resources to studying genetics in humans.

Why is the study of genetics so important?

Genetics research thinks about how person genes or bunches of genes are included in wellbeing and illness. Understanding genetic components and genetic disorders is critical in learning more around advancing wellbeing and avoiding infection.

Genes are the common factor of the qualities of most human-inherited characteristics. Study of human hereditary qualities can reply questions approximately human nature, can help understand illnesses and the improvement of compelling treatment and offer assistance us to understand the hereditary qualities of human life.

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A(n) ____ is a requirement or condition that a system must satisfy or an outcome that a system must achieve. a. impediment b. condition c. obstacle d. constraint

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A constraint is a requirement or condition that a system must satisfy or an outcome that a system must achieve.

What is a constraint?

This is the term that is sued to refer to the condition that a system would have to be satisfied first in order to carry out an optimization problem.

This is a concept that is mostly use in mathematics as well as economics. It is what has the ability to cause limitations in  the things that a person would do.

Hence we would say that a constraint is a requirement or condition that a system must satisfy or an outcome that a system must achieve.

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anthropologists study the past and present diversity of human life. place the following types of anthropologists in order starting with who studies the oldest material to who studies the newest material.

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The following types of anthropologists in order starting with who studies the oldest material to who studies the newest material is paleo anthropologists, prehistoric archaeologists, historic archaeologists, cultural anthropologist.

What did an anthropologist do?

Anthropologists and archaeologists have a look at the cultures, languages, archaeological remains, and bodily traits of people the world over and via time. generally, they conduct research to reply questions and test hypotheses about human behavior and lifestyle.

What do the anthropologists observe?

Anthropology compares human societies throughout the globe and throughout time. We evaluate gift and beyond styles of authorities or felony and religious belief systems, as an instance. We evaluate social systems, like own family dynamics, and take a look at transnational corporations.

Who're anthropologists provide examples?

Anthropologists, those who behavior anthropological studies, identify aspects of being human as their recognition. for example, one anthropologist may explore mating rituals of a small tribe in New Guinea, and some other may discover mating rituals in a college school room. The secret's the observe of humanity.

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characters that fit into preconceived patterns of behavior common to or representative of a large number of people are called

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Stereotypes of characters that fit into preconceived patterns of behavior common to or representative of a large number of people are called allowing the director to economize greatly in treating them.

One-dimensional characters are also known as flat characters or characters in fictional tales that don't alternate lots from the start of the story to the quit. In the first part of the film, the exposition introduces the characters shows some of their relationships, and places them inside a plausible time and location.

A without difficulty recognizable individual. A flat, one-dimensional character with predictable movements. Stereotypical person, A familiar character recognized by way of an oversimplified pattern of behavior that commonly labels the man or woman as being part of a collection of people. it's miles thought that these sorts of characters have little to no emotional depth.

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Participants were misled by milgram, they were told a cover story, what did they believe the experiment was about?

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Participants were misled by Milgram, they were told a cover story, and they believe the experiment was about the effect of punishment on learning. Thus option B is correct.

What is the Milgram experiment?

A  psychological investigation of people's tendency to obey authorities' instructions even when such orders are at conflict with their own moral convictions is called The Milgram experiment.

Milgram tricked his subjects as they were given a justification for the experiment leading them to assume it was about the impact of punishment on learning while, in fact, it was primarily about memory and understanding.

Therefore, option B is appropriate.

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The complete question is Probably

Participants were misled by Milgram, they were told a cover story, what did they believe the experiment was about?

A.

Obedience to an authority figure.

B.

The effect of punishment on learning.

C.

The effect of punishment on obedience.

D.

Nothing. They were not told anything about the experiment's aims.

____________ exists in countries whose legal structure is based on religious principles.

Answers

Answer: Theocratic law.

Definition: a form of government that defers not to civil development of law, but to an interpretation of the will of a God as set out in religious scripture and authorities.

A wbs component is a work element that is part of the wbs at any level. true /false

Answers

It is true, Any task that is a part of the wbs at any level is referred to as a wbs component.

WBS is referred to as a work breakdown structure as well. WBS is the cornerstone of project management. The Project Management Body of Knowledge's (PMBOK) Activity WBS serves as a hierarchical breakdown of the subtask work carried out during the project. The first step in planning is to divide the task into manageable components.

Every project's principal task and the project's underlying structure are outlined in the WBS. To determine the project status and cost variance, utilize this. As a result, the risk is highlighted in the project's activities and plans. This demonstrates the project as a milestone and demonstrates how the budgeted and actual WBS should be planned prior to the execution of the project.

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Mary parker follet described organizational conflict as an important dynamic of the workplace, characterizing genuine power in what manner?

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She characterized genuine power in coactive or participative manner in organizational conflict.

Organizational conflict, also known as workplace conflict, is defined as a state of disagreement or misunderstanding caused by actual or perceived differences in needs, beliefs, resources, and relationships among members of an organization. When two or more people interact at work, conflict arises when their opinions on any task or decision are in conflict. Organizational conflict, in simple terms, refers to the outcome of human interaction that begins when one member of the organization recognizes that his/her goals, values, or attitude are incompatible with those of other the organization's members. Disagreement in opinions can arise within a member, among both two members, or between organizational groups.

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the concept of reciprocal determinism is central to social cognitive theory. provide brief descriptions of each of its three components: environmental, personal, and behavioral factors. describe how they might interact and influence health behavior in the effort to continue a stop smoking program or another health behavior change.

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This is the central concept of SCT. This refers to the dynamic and reciprocal interaction of a person (individual with a set of learned experiences in social cognitive theory. and behavioral responses to stimuli to achieve goals.

And this is what social-cognitive theorists refer to as reciprocal determinism, which is just a really fancy way of saying, what we were saying before, that these three things, behavior, cognition, and environment, are all determinants of one another.

Social Cognitive Theory (SCT) is an interpersonal level theory developed by Albert Bandura that emphasizes the dynamic interaction between people (personal factors), their behavior, and their environments. This interaction is demonstrated by the construct called Reciprocal Determinism.

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family-based training program improves brain function, cognition, and behavior in lower socioeconomic status preschoolers

Answers

The development of children is greatly influenced by effective parenting, the neuroplasticity of selective attention which helped to improve the brain system of preschool children.

What is Neuroplasticity affect a child learning?

The brain's capacity for change, or neuroplasticity, allows it to reorganize, retrain, and fortify critical connections. Early language contexts for children are linked to parallel changes in brain structure and function, as well as linguistic, cognitive, and academic development. Studies looked at the neuroplasticity linked to an intervention meant to improve the linguistic environments of families, primarily from lower socioeconomic backgrounds, in order to better understand the neurodevelopmental pathways connecting language input to development. According to research, conversational turns aid in the development of the brain areas responsible for language and social cognition. This has repercussions for early treatments that aim to improve children's linguistic environments and aid neurocognitive development. Utilizing neuroplasticity, the brain may build and strengthen new neural pathways to learn new behaviors, routines, and ways of thinking. To access specific brain regions that need strengthening, a variety of procedures and strategies can be used.

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Is perfection ever worth achieving? for example, should we eliminate all pollution? explain. common sense of economics

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We cannot completely eliminate pollution as humans. Pollution will exist as long as humans exist. But we can never achieve perfection.

Economics is a broad subject. It is intertwined with politics, sociology, public administration, and even psychology. However, economics can be understood by anyone. There are only three economic fundamentals. They are as follows: a) investors, b) buyers, and c) sellers. The most important aspects of what we call demand and supply, which is common to all three vital variables mentioned above, are closely related to these three. A large number of examples are also provided, with particular emphasis on the three most important variables mentioned above.  Yet, economics can also be understood through common sense.

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When defining personality, an individuals belief about oneself, values, motivations and interests is the deepest component of?

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When defining personality, an individuals belief about oneself, values, motivations and interests is the deepest component of: psychological core.

What is personality?

Personality  can be described as the characteristic sets of behaviors, which could also been regarded as the cognitions, as well as  emotional patterns which is been seen from the biological and environmental factors, that is liable to change with time.

It should be noted that it serves as a deepest component of: psychological core because our personality have so much to say about us in general.

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when dealing with someone from a different culture whose behavior seems odd or insulting, what is the best way to respond?

Answers

When dealing with someone from a different culture whose behavior seems odd or insulting, the best way to respond is to Ask questions of someone familiar with the context.

Who is a person from a different culture?

This is used to refer to a person that is from a different place than ours. He is someone that has a different way of life, thoughts and different ways of doing things compared to our own. Such a person may carry an air of superiority.

Hence we can say that When dealing with someone from a different culture whose behavior seems odd or insulting, the best way to respond is to Ask questions of someone familiar with the context.

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If the economy is presently producing 0 units of guns and 15 units of butter, what is the opportunity cost of increasing the production of guns from 0 units to 3 units

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If the economy is presently producing 0 units of guns and 15 units of butter, The opportunity cost of increasing the production of guns from 0 units to 3 units is: 3 units.

What is opportunity cost?

Opportunity cost can be defined as the way in which a person tend to forgone one alternative or option because the person choose another alternative.

The opportunity cost  will  be 3 units of butter based on the fact that time to prepare butter has to be forgone to make more guns.

Therefore If the economy is presently producing 0 units of guns and 15 units of butter, The opportunity cost of increasing the production of guns from 0 units to 3 units is: 3 units.

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Do the data in the ad support the claim that burglars are more likely to go to work during the time between memorial day to labor day?

Answers

No, this claim of burglary is false because there are 98 days between Memorial Day and Labor Day, or 26% of the 365 days in a year.

The FBI recorded 1,401,840 burglaries in 2017, with forced entry being used in 57.5% of all burglaries. (Information Services Division for Criminal Justice).Every year, there are 2.5 million burglaries in the US. (FBI) A home security system is not installed in the homes of 46.9% of persons. (The Zebra).Every year, there are 2.5 million burglaries in the US. Home invasions make up 66% of them. (United States Department of Justice).

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plants are one of the primary sources of organic carbon, fixed nitrogen, and oxygen. explain the relationship of plants to organisms found in another kingdom (eg.,animalia, fungi, protista, bacteria). are there links between organisms in all the kingdoms? how does this underscore the importance of plants to us? Having the resources, information, and attitudes that lead to action in achieving a desired goal is known as? When american companies buy office buildings in australia, they are generating a:_____. HELP ME HELP ME PLEASE PLEASE PLEASEComing of Age in the Dawnland from 1491. Describe two interesting or unexpected details from Mann's description of pre-Columbian Native America. Explain why they were surprising, citing specific passages in your response Olivia makes beautiful pottery and wants to be able to sell it, but she does not know where to advertise or which pieces would be most appealing to a buyer. Olivia needs to find someone in the Marketing Research pathway of the Marketing, Sales, and Service career cluster to help her.A. TrueB. False Compare the roles of CO and HO in respiration and photosynthesis. If a bond's yield to maturity is lower than its coupon rate, the bond will sell at a discount. question content area bottom part 1 a. true b. false Please, I will mark brainliest. 25 pts - 37.5 if brainliestFind the equation of the trend line (line of best fit) An atom of 65as has a mass of 64.949563 amu. mass of1h atom = 1.007825 amu mass of a neutron = 1.008665 amu calculate the mass defect (deficit) in amu/atom I need help with this Smalltown issued 20-year bonds to finance a project. smalltown makes interim payments to bondholders every year. the amount of the interim payments is? certain grocery store charges a fee of 3% of the total bill to have groceries delivered. What is the total price the store charges to deliver $140 worth of groceries? when you are performing a scene assessment at an incident involving sids, you should focus your attention on all of the following, except: 5. According to the text, what did Angel Gabriel say to Muhammad in the cave? Annie assigns interesting job assignments to employees based on their contribution to the company. which principle is annie's action consistent with? without successful marketing, there is no need for a firm to expand its business or invest in capital expenditures. which key functional area would be most affected by this lack of growth and investment? where was Josquin des Prez, a composer fromthe Renaissance period, born? Which quote from To Build a Fire is an example of an internal conflict?A. And all the time, in his consciousness, was the knowledge that each instant his feet were freezing. This thought tended to put him in a panic, but he fought against it and kept calm.B. At a place where there were no signs, where the soft, unbroken snow seemed to advertise solidity beneath, the man broke through. . . . He wet himself halfway to the knees before he floundered out to the firm crust.C. High up in the tree one bough capsized its load of snow. This fell on the boughs beneath, capsizing them. . . . It grew like an avalanche, and it descended without warning upon the man and the fire, and the fire was blotted out!D. Next he brought out his bunch of sulphur matches. But the tremendous cold had already driven the life out of his fingers. In his effort to separate one match from the others, the whole bunch fell in the snow. Capital budgeting methods which incorporate the time value of money include the?